Time Series Analysis for each station

Preprocess raw data and create sigle time series

Single Time Series for each rail corridor and station

Model Development

As a result, we received acceptable results for following 6 stations with Prophet model:

Metrolinx_Kitchener_MOUNT PLEASANT GO_Data

Metrolinx_Kitchener_KITCHENER GO_Data

Metrolinx_Barrie_AURORA GO_Data

Metrolinx_Lakeshore West_ALDERSHOT GO_Data

Metrolinx_Stouffville_MOUNT JOY GO_Data

Metrolinx_Kitchener_UNION STATION_Data